Cell-Free Massive MIMO versus Small Cells

Cell-Free Massive MIMO versus Small Cells

2017 | Hien Quoc Ngo, Alexei Ashikhmin, Hong Yang, Erik G. Larsson, and Thomas L. Marzetta
Cell-Free Massive MIMO is a wireless communication system that uses a large number of distributed access points (APs) to serve a smaller number of users over the same time and frequency resources. Each AP and user has a single antenna, and the APs use time-division duplex (TDD) operation and uplink pilot signals to acquire channel state information (CSI). The APs perform conjugate beamforming on the downlink and matched filtering on the uplink. Closed-form expressions for user throughput lead to max-min power control algorithms, which ensure uniform service quality. Pilot assignment algorithms help mitigate pilot contamination, but power control is more critical. Cell-Free Massive MIMO outperforms conventional small-cell systems in terms of 95%-likely per-user throughput and immunity to shadow fading spatial correlation. Under uncorrelated shadow fading, Cell-Free Massive MIMO provides nearly 5-fold improvement in throughput, and 10-fold improvement under correlated fading. The system model includes a central processing unit (CPU) that coordinates APs via a backhaul network. APs estimate channels using uplink pilots and use these estimates for downlink transmission and uplink detection. Conjugate beamforming and matched filtering are used for efficient signal processing. The system is designed to exploit favorable propagation and channel hardening, which are key characteristics of cellular Massive MIMO. The paper compares Cell-Free Massive MIMO with small-cell systems, showing that Cell-Free Massive MIMO can provide better performance. It derives closed-form expressions for downlink and uplink rates, and presents max-min power control algorithms for optimal performance. The system is analyzed under various conditions, including large-M analysis, and the effects of imperfect CSI, pilot assignment, and power control are considered. The paper also discusses the performance of Cell-Free Massive MIMO under different fading models and compares it with small-cell systems. The results show that Cell-Free Massive MIMO can achieve higher throughput and better coverage than small-cell systems.Cell-Free Massive MIMO is a wireless communication system that uses a large number of distributed access points (APs) to serve a smaller number of users over the same time and frequency resources. Each AP and user has a single antenna, and the APs use time-division duplex (TDD) operation and uplink pilot signals to acquire channel state information (CSI). The APs perform conjugate beamforming on the downlink and matched filtering on the uplink. Closed-form expressions for user throughput lead to max-min power control algorithms, which ensure uniform service quality. Pilot assignment algorithms help mitigate pilot contamination, but power control is more critical. Cell-Free Massive MIMO outperforms conventional small-cell systems in terms of 95%-likely per-user throughput and immunity to shadow fading spatial correlation. Under uncorrelated shadow fading, Cell-Free Massive MIMO provides nearly 5-fold improvement in throughput, and 10-fold improvement under correlated fading. The system model includes a central processing unit (CPU) that coordinates APs via a backhaul network. APs estimate channels using uplink pilots and use these estimates for downlink transmission and uplink detection. Conjugate beamforming and matched filtering are used for efficient signal processing. The system is designed to exploit favorable propagation and channel hardening, which are key characteristics of cellular Massive MIMO. The paper compares Cell-Free Massive MIMO with small-cell systems, showing that Cell-Free Massive MIMO can provide better performance. It derives closed-form expressions for downlink and uplink rates, and presents max-min power control algorithms for optimal performance. The system is analyzed under various conditions, including large-M analysis, and the effects of imperfect CSI, pilot assignment, and power control are considered. The paper also discusses the performance of Cell-Free Massive MIMO under different fading models and compares it with small-cell systems. The results show that Cell-Free Massive MIMO can achieve higher throughput and better coverage than small-cell systems.
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Understanding Cell-Free Massive MIMO Versus Small Cells